Why AI Adoption Is a People Problem, Not a Technology Problem
ITPro, Friday, September 25th, 2026
ITPro argues AI rollouts fail from poor change management, not weak tech, citing cases where 80% of licensed users logged in once and quit.
ITPro examines why enterprise AI deployments stall, arguing the cause is usually change management, not the technology itself.
Across energy, manufacturing, aviation and field-service firms, up to 80% of licensed users logged in once and never returned, often because frontline workers saw AI as surveillance rather than support. In safety-critical settings, workers who don't trust a tool immediately simply won't use it.
The fix: treat AI rollouts as change-management projects from day one, ask who will act on frontline feedback in the first 90 days, and reframe AI as a collaborative partner rather than a performance monitor.